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When AI Moves Faster Than Your Guardrails
Enterprises are confronting a “speed problem” in AI deployment, where the rapid pace of machine‑generated actions outstrips the slower, human‑oriented security and privacy guardrails that protect corporate data. Executive Vice President Prakash Balasubramanian of Ascendion explains that the mismatch appears across five layers: observation, knowledge retrieval, content production, code shipping, and agent action. While AI models can retrieve, summarize, reason, route, and act on data at machine speed, many existing controls were designed for manual workflows, creating gaps [...]